Pandas Profiling Report

Dataset statistics

Number of variables	25
Number of observations	70180
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	13.4 MiB
Average record size in memory	200.0 B

Variable types

Numeric	24
Categorical	1

Alerts

`record_id` is highly overall correlated with `match_id` and 1 other fields	High correlation
`match_id` is highly overall correlated with `record_id`	High correlation
`deaths` is highly overall correlated with `gold_per_min` and 1 other fields	High correlation
`denies` is highly overall correlated with `gold_per_min` and 1 other fields	High correlation
`gold_per_min` is highly overall correlated with `deaths` and 9 other fields	High correlation
`gold_spent` is highly overall correlated with `gold_per_min` and 7 other fields	High correlation
`hero_damage` is highly overall correlated with `gold_per_min` and 5 other fields	High correlation
`hero_id` is highly overall correlated with `record_id`	High correlation
`kills` is highly overall correlated with `gold_per_min` and 6 other fields	High correlation
`last_hits` is highly overall correlated with `denies` and 5 other fields	High correlation
`level` is highly overall correlated with `gold_per_min` and 7 other fields	High correlation
`net_worth` is highly overall correlated with `gold_per_min` and 7 other fields	High correlation
`tower_damage` is highly overall correlated with `deaths` and 6 other fields	High correlation
`xp_per_min` is highly overall correlated with `gold_per_min` and 7 other fields	High correlation
`isRadiant` is uniformly distributed	Uniform
`record_id` has unique values	Unique
`assists` has 2116 (3.0%) zeros	Zeros
`deaths` has 3195 (4.6%) zeros	Zeros
`denies` has 6626 (9.4%) zeros	Zeros
`hero_healing` has 48977 (69.8%) zeros	Zeros
`item_0` has 3638 (5.2%) zeros	Zeros
`item_1` has 4972 (7.1%) zeros	Zeros
`item_2` has 6350 (9.0%) zeros	Zeros
`item_3` has 8209 (11.7%) zeros	Zeros
`item_4` has 11662 (16.6%) zeros	Zeros
`item_5` has 16194 (23.1%) zeros	Zeros
`item_neutral` has 4319 (6.2%) zeros	Zeros
`kills` has 5119 (7.3%) zeros	Zeros
`tower_damage` has 19117 (27.2%) zeros	Zeros

Reproduction

Analysis started	2023-08-13 16:33:28.774176
Analysis finished	2023-08-13 16:35:52.493910
Duration	2 minutes and 23.72 seconds
Software version	pandas-profiling v3.6.6
Download configuration	config.json

record_id
Real number (ℝ)

HIGH CORRELATION UNIQUE

Distinct	70180
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.7942668 × 10¹²

Minimum	7.2789021 × 10¹⁰
Maximum	7.2797621 × 10¹²
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	548.4 KiB

Quantile statistics

Minimum	7.2789021 × 10¹⁰
5-th percentile	7.2791998 × 10¹⁰
Q1	7.2790327 × 10¹¹
median	7.2792237 × 10¹¹
Q3	7.2793687 × 10¹¹
95-th percentile	7.2793019 × 10¹²
Maximum	7.2797621 × 10¹²
Range	7.2069731 × 10¹²
Interquartile range (IQR)	33599676

Descriptive statistics

Standard deviation	2.5145851 × 10¹²
Coefficient of variation (CV)	1.4014555
Kurtosis	0.95785068
Mean	1.7942668 × 10¹²
Median Absolute Deviation (MAD)	18939686
Skewness	1.7058974
Sum	1.2592164 × 10¹⁷
Variance	6.3231384 × 10²⁴
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
7.278926312 × 10¹¹	1	< 0.1%
7.279284819 × 10¹¹	1	< 0.1%
7.279284516 × 10¹¹	1	< 0.1%
7.27928482 × 10¹¹	1	< 0.1%
7.279284819 × 10¹²	1	< 0.1%
7.27928482 × 10¹¹	1	< 0.1%
7.279284819 × 10¹¹	1	< 0.1%
7.27928482 × 10¹¹	1	< 0.1%
7.27928482 × 10¹¹	1	< 0.1%
7.279284501 × 10¹²	1	< 0.1%
Other values (70170)	70170	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
7.278902104 × 10¹⁰	1	< 0.1%
7.278902202 × 10¹⁰	1	< 0.1%
7.278902203 × 10¹⁰	1	< 0.1%
7.278902206 × 10¹⁰	1	< 0.1%
7.278902311 × 10¹⁰	1	< 0.1%
7.278902311 × 10¹⁰	1	< 0.1%
7.278902312 × 10¹⁰	1	< 0.1%
7.278902316 × 10¹⁰	1	< 0.1%
7.278902316 × 10¹⁰	1	< 0.1%
7.278902316 × 10¹⁰	1	< 0.1%

Value	Count	Frequency (%)
7.279762101 × 10¹²	1	< 0.1%
7.279762101 × 10¹²	1	< 0.1%
7.279762101 × 10¹²	1	< 0.1%
7.279760816 × 10¹²	1	< 0.1%
7.279760816 × 10¹²	1	< 0.1%
7.279758615 × 10¹²	1	< 0.1%
7.279758615 × 10¹²	1	< 0.1%
7.279758411 × 10¹²	1	< 0.1%
7.279758411 × 10¹²	1	< 0.1%
7.279758319 × 10¹²	1	< 0.1%

match_id
Real number (ℝ)

Distinct	7018
Distinct (%)	10.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	7.2792176 × 10⁹

Minimum	7.278902 × 10⁹
Maximum	7.2797621 × 10⁹
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	548.4 KiB

Quantile statistics

Minimum	7.278902 × 10⁹
5-th percentile	7.2789372 × 10⁹
Q1	7.2790598 × 10⁹
median	7.2791996 × 10⁹
Q3	7.2793173 × 10⁹
95-th percentile	7.2797081 × 10⁹
Maximum	7.2797621 × 10⁹
Range	860089
Interquartile range (IQR)	257501

Descriptive statistics

Standard deviation	212414.43
Coefficient of variation (CV)	2.9180943 × 10^-5
Kurtosis	0.58866547
Mean	7.2792176 × 10⁹
Median Absolute Deviation (MAD)	126304
Skewness	0.95361801
Sum	5.1085549 × 10¹⁴
Variance	4.5119892 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
7278926312	10	< 0.1%
7279286508	10	< 0.1%
7279283715	10	< 0.1%
7279283806	10	< 0.1%
7279283913	10	< 0.1%
7279283919	10	< 0.1%
7279284410	10	< 0.1%
7279284501	10	< 0.1%
7279284515	10	< 0.1%
7279284819	10	< 0.1%
Other values (7008)	70080	99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
7278902012	10	< 0.1%
7278902103	10	< 0.1%
7278902202	10	< 0.1%
7278902203	10	< 0.1%
7278902205	10	< 0.1%
7278902311	10	< 0.1%
7278902315	10	< 0.1%
7278902414	10	< 0.1%
7278902418	10	< 0.1%
7278902510	10	< 0.1%

Value	Count	Frequency (%)
7279762101	10	< 0.1%
7279760816	10	< 0.1%
7279758615	10	< 0.1%
7279758411	10	< 0.1%
7279758319	10	< 0.1%
7279758202	10	< 0.1%
7279757102	10	< 0.1%
7279755103	10	< 0.1%
7279752716	10	< 0.1%
7279752517	10	< 0.1%

assists
Real number (ℝ)

Distinct	46
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	9.7185808

Minimum	0
Maximum	45
Zeros	2116
Zeros (%)	3.0%
Negative	0
Negative (%)	0.0%
Memory size	548.4 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	4
median	8
Q3	14
95-th percentile	23
Maximum	45
Range	45
Interquartile range (IQR)	10

Descriptive statistics

Standard deviation	6.8164788
Coefficient of variation (CV)	0.70138624
Kurtosis	0.48966495
Mean	9.7185808
Median Absolute Deviation (MAD)	4
Skewness	0.87972673
Sum	682050
Variance	46.464384
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=46)

Value	Count	Frequency (%)
4	4713	6.7%
5	4681	6.7%
6	4565	6.5%
7	4390	6.3%
3	4346	6.2%
8	4101	5.8%
2	3828	5.5%
9	3828	5.5%
10	3480	5.0%
11	3222	4.6%
Other values (36)	29026	41.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2116	3.0%
1	2920	4.2%
2	3828	5.5%
3	4346	6.2%
4	4713	6.7%
5	4681	6.7%
6	4565	6.5%
7	4390	6.3%
8	4101	5.8%
9	3828	5.5%

Value	Count	Frequency (%)
45	1	< 0.1%
44	2	< 0.1%
43	3	< 0.1%
42	1	< 0.1%
41	3	< 0.1%
40	7	< 0.1%
39	9	< 0.1%
38	11	< 0.1%
37	17	< 0.1%
36	36	0.1%

deaths
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	33
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	5.9158735

Minimum	0
Maximum	37
Zeros	3195
Zeros (%)	4.6%
Negative	0
Negative (%)	0.0%
Memory size	548.4 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	3
median	5
Q3	8
95-th percentile	13
Maximum	37
Range	37
Interquartile range (IQR)	5

Descriptive statistics

Standard deviation	3.8740397
Coefficient of variation (CV)	0.65485506
Kurtosis	0.2203424
Mean	5.9158735
Median Absolute Deviation (MAD)	3
Skewness	0.63874213
Sum	415176
Variance	15.008184
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=33)

Value	Count	Frequency (%)
4	6958	9.9%
3	6951	9.9%
5	6566	9.4%
2	6514	9.3%
6	6150	8.8%
7	5800	8.3%
1	5457	7.8%
8	5085	7.2%
9	4469	6.4%
10	3731	5.3%
Other values (23)	12499	17.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	3195	4.6%
1	5457	7.8%
2	6514	9.3%
3	6951	9.9%
4	6958	9.9%
5	6566	9.4%
6	6150	8.8%
7	5800	8.3%
8	5085	7.2%
9	4469	6.4%

Value	Count	Frequency (%)
37	1	< 0.1%
36	1	< 0.1%
35	1	< 0.1%
31	1	< 0.1%
30	2	< 0.1%
29	3	< 0.1%
26	6	< 0.1%
25	1	< 0.1%
24	5	< 0.1%
23	11	< 0.1%

denies
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	53
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	6.4669421

Minimum	0
Maximum	58
Zeros	6626
Zeros (%)	9.4%
Negative	0
Negative (%)	0.0%
Memory size	548.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	2
median	5
Q3	9
95-th percentile	19
Maximum	58
Range	58
Interquartile range (IQR)	7

Descriptive statistics

Standard deviation	6.1244966
Coefficient of variation (CV)	0.94704676
Kurtosis	3.408869
Mean	6.4669421
Median Absolute Deviation (MAD)	3
Skewness	1.5962213
Sum	453850
Variance	37.509459
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	7686	11.0%
2	7382	10.5%
0	6626	9.4%
3	6503	9.3%
4	5690	8.1%
5	5016	7.1%
6	4462	6.4%
7	3804	5.4%
8	3265	4.7%
9	2845	4.1%
Other values (43)	16901	24.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	6626	9.4%
1	7686	11.0%
2	7382	10.5%
3	6503	9.3%
4	5690	8.1%
5	5016	7.1%
6	4462	6.4%
7	3804	5.4%
8	3265	4.7%
9	2845	4.1%

Value	Count	Frequency (%)
58	1	< 0.1%
57	1	< 0.1%
50	1	< 0.1%
49	2	< 0.1%
48	3	< 0.1%
47	2	< 0.1%
46	4	< 0.1%
45	4	< 0.1%
44	5	< 0.1%
43	7	< 0.1%

gold
Real number (ℝ)

Distinct	5589
Distinct (%)	8.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1427.7495

Minimum	0
Maximum	14981
Zeros	585
Zeros (%)	0.8%
Negative	0
Negative (%)	0.0%
Memory size	548.4 KiB

Quantile statistics

Minimum	0
5-th percentile	88
Q1	549
median	1096
Q3	2005
95-th percentile	3823
Maximum	14981
Range	14981
Interquartile range (IQR)	1456

Descriptive statistics

Standard deviation	1203.4465
Coefficient of variation (CV)	0.8428975
Kurtosis	3.1697873
Mean	1427.7495
Median Absolute Deviation (MAD)	657
Skewness	1.4874911
Sum	1.0019946 × 10⁸
Variance	1448283.5
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	1013	1.4%
0	585	0.8%
2	399	0.6%
3	160	0.2%
4	73	0.1%
360	54	0.1%
620	52	0.1%
514	50	0.1%
639	50	0.1%
847	49	0.1%
Other values (5579)	67695	96.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	585	0.8%
1	1013	1.4%
2	399	0.6%
3	160	0.2%
4	73	0.1%
5	16	< 0.1%
6	3	< 0.1%
7	4	< 0.1%
8	13	< 0.1%
9	7	< 0.1%

Value	Count	Frequency (%)
14981	1	< 0.1%
11376	1	< 0.1%
11204	1	< 0.1%
10327	1	< 0.1%
10297	1	< 0.1%
10215	1	< 0.1%
10082	1	< 0.1%
9955	1	< 0.1%
9841	1	< 0.1%
9717	1	< 0.1%

gold_per_min
Real number (ℝ)

Distinct	927
Distinct (%)	1.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	430.24374

Minimum	92
Maximum	1469
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	548.4 KiB

Quantile statistics

Minimum	92
5-th percentile	214
Q1	320
median	405
Q3	530
95-th percentile	711
Maximum	1469
Range	1377
Interquartile range (IQR)	210

Descriptive statistics

Standard deviation	152.7235
Coefficient of variation (CV)	0.35496971
Kurtosis	0.088595259
Mean	430.24374
Median Absolute Deviation (MAD)	101
Skewness	0.59862034
Sum	30194506
Variance	23324.466
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
388	247	0.4%
349	240	0.3%
392	240	0.3%
361	238	0.3%
362	238	0.3%
382	232	0.3%
358	232	0.3%
377	231	0.3%
381	228	0.3%
364	227	0.3%
Other values (917)	67827	96.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
92	1	< 0.1%
93	4	< 0.1%
94	4	< 0.1%
95	4	< 0.1%
96	1	< 0.1%
97	1	< 0.1%
98	1	< 0.1%
99	2	< 0.1%
100	4	< 0.1%
101	6	< 0.1%

Value	Count	Frequency (%)
1469	1	< 0.1%
1433	1	< 0.1%
1383	1	< 0.1%
1284	1	< 0.1%
1233	1	< 0.1%
1226	1	< 0.1%
1210	1	< 0.1%
1179	1	< 0.1%
1163	1	< 0.1%
1156	1	< 0.1%

gold_spent
Real number (ℝ)

Distinct	4949
Distinct (%)	7.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	10638.539

Minimum	0
Maximum	34120
Zeros	35
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	548.4 KiB

Quantile statistics

Minimum	0
5-th percentile	4095
Q1	7290
median	10000
Q3	13490
95-th percentile	19220
Maximum	34120
Range	34120
Interquartile range (IQR)	6200

Descriptive statistics

Standard deviation	4643.2848
Coefficient of variation (CV)	0.43645889
Kurtosis	0.25126443
Mean	10638.539
Median Absolute Deviation (MAD)	3020
Skewness	0.59488685
Sum	7.4661265 × 10⁸
Variance	21560094
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
9595	57	0.1%
9295	55	0.1%
8695	52	0.1%
9645	51	0.1%
11595	51	0.1%
9465	51	0.1%
9795	51	0.1%
11095	50	0.1%
7995	50	0.1%
8195	49	0.1%
Other values (4939)	69663	99.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	35	< 0.1%
65	1	< 0.1%
90	1	< 0.1%
100	1	< 0.1%
140	1	< 0.1%
270	1	< 0.1%
275	1	< 0.1%
300	1	< 0.1%
305	3	< 0.1%
320	1	< 0.1%

Value	Count	Frequency (%)
34120	1	< 0.1%
33835	1	< 0.1%
33790	1	< 0.1%
33745	1	< 0.1%
32615	1	< 0.1%
32595	1	< 0.1%
31900	1	< 0.1%
30995	1	< 0.1%
30930	1	< 0.1%
30890	1	< 0.1%

hero_damage
Real number (ℝ)

Distinct	27565
Distinct (%)	39.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	14661.724

Minimum	0
Maximum	93336
Zeros	65
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	548.4 KiB

Quantile statistics

Minimum	0
5-th percentile	3775.95
Q1	8585
median	13051
Q3	18916
95-th percentile	31116.2
Maximum	93336
Range	93336
Interquartile range (IQR)	10331

Descriptive statistics

Standard deviation	8635.4847
Coefficient of variation (CV)	0.58898155
Kurtosis	2.7596915
Mean	14661.724
Median Absolute Deviation (MAD)	4991
Skewness	1.2770463
Sum	1.0289598 × 10⁹
Variance	74571596
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	65	0.1%
10082	13	< 0.1%
8998	13	< 0.1%
12645	13	< 0.1%
9738	12	< 0.1%
11383	12	< 0.1%
9358	12	< 0.1%
8778	12	< 0.1%
15686	11	< 0.1%
11185	11	< 0.1%
Other values (27555)	70006	99.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	65	0.1%
7	1	< 0.1%
12	1	< 0.1%
21	1	< 0.1%
23	2	< 0.1%
25	1	< 0.1%
26	1	< 0.1%
27	1	< 0.1%
32	1	< 0.1%
33	2	< 0.1%

Value	Count	Frequency (%)
93336	1	< 0.1%
92733	1	< 0.1%
79631	1	< 0.1%
77897	1	< 0.1%
77892	1	< 0.1%
77734	1	< 0.1%
76998	1	< 0.1%
74919	1	< 0.1%
73934	1	< 0.1%
72904	1	< 0.1%

hero_healing
Real number (ℝ)

Distinct	6450
Distinct (%)	9.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	664.65636

Minimum	0
Maximum	48849
Zeros	48977
Zeros (%)	69.8%
Negative	0
Negative (%)	0.0%
Memory size	548.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	162
95-th percentile	4314.05
Maximum	48849
Range	48849
Interquartile range (IQR)	162

Descriptive statistics

Standard deviation	2146.1283
Coefficient of variation (CV)	3.2289292
Kurtosis	48.223261
Mean	664.65636
Median Absolute Deviation (MAD)	0
Skewness	5.7334712
Sum	46645583
Variance	4605866.8
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	48977	69.8%
125	1760	2.5%
192	1253	1.8%
195	625	0.9%
110	269	0.4%
250	232	0.3%
317	162	0.2%
320	160	0.2%
106	160	0.2%
384	139	0.2%
Other values (6440)	16443	23.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	48977	69.8%
1	5	< 0.1%
2	2	< 0.1%
3	18	< 0.1%
4	10	< 0.1%
6	26	< 0.1%
7	7	< 0.1%
8	19	< 0.1%
9	13	< 0.1%
10	3	< 0.1%

Value	Count	Frequency (%)
48849	1	< 0.1%
46862	1	< 0.1%
42157	1	< 0.1%
38067	1	< 0.1%
35080	1	< 0.1%
34967	1	< 0.1%
33528	1	< 0.1%
32385	1	< 0.1%
31923	1	< 0.1%
31713	1	< 0.1%

hero_id
Real number (ℝ)

Distinct	124
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	57.576147

Minimum	1
Maximum	138
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	548.4 KiB

Quantile statistics

Minimum	1
5-th percentile	5
Q1	26
median	53
Q3	87
95-th percentile	123
Maximum	138
Range	137
Interquartile range (IQR)	61

Descriptive statistics

Standard deviation	37.596517
Coefficient of variation (CV)	0.65298771
Kurtosis	-1.0537107
Mean	57.576147
Median Absolute Deviation (MAD)	32
Skewness	0.28146052
Sum	4040694
Variance	1413.4981
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
14	1952	2.8%
44	1737	2.5%
104	1596	2.3%
30	1565	2.2%
26	1407	2.0%
74	1360	1.9%
11	1233	1.8%
8	1212	1.7%
86	1187	1.7%
93	1157	1.6%
Other values (114)	55774	79.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	804	1.1%
2	1069	1.5%
3	347	0.5%
4	381	0.5%
5	1015	1.4%
6	932	1.3%
7	743	1.1%
8	1212	1.7%
9	546	0.8%
10	491	0.7%

Value	Count	Frequency (%)
138	257	0.4%
137	364	0.5%
136	542	0.8%
135	505	0.7%
129	351	0.5%
128	698	1.0%
126	360	0.5%
123	450	0.6%
121	615	0.9%
120	251	0.4%

item_0
Real number (ℝ)

Distinct	191
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	135.6832

Minimum	0
Maximum	4206
Zeros	3638
Zeros (%)	5.2%
Negative	0
Negative (%)	0.0%
Memory size	548.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	36
median	75
Q3	180
95-th percentile	267
Maximum	4206
Range	4206
Interquartile range (IQR)	144

Descriptive statistics

Standard deviation	261.70235
Coefficient of variation (CV)	1.9287749
Kurtosis	143.11257
Mean	135.6832
Median Absolute Deviation (MAD)	59
Skewness	10.210997
Sum	9522247
Variance	68488.119
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
36	4697	6.7%
63	4528	6.5%
1	3966	5.7%
50	3676	5.2%
0	3638	5.2%
180	3417	4.9%
29	1921	2.7%
214	1895	2.7%
75	1751	2.5%
108	1689	2.4%
Other values (181)	39002	55.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	3638	5.2%
1	3966	5.7%
2	22	< 0.1%
3	33	< 0.1%
4	27	< 0.1%
5	9	< 0.1%
6	18	< 0.1%
7	46	0.1%
8	151	0.2%
9	56	0.1%

Value	Count	Frequency (%)
4206	15	< 0.1%
4205	55	0.1%
4204	100	0.1%
1466	231	0.3%
1128	175	0.2%
1125	64	0.1%
1123	66	0.1%
1122	24	< 0.1%
1107	230	0.3%
1097	31	< 0.1%

item_1
Real number (ℝ)

Distinct	192
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	138.72951

Minimum	0
Maximum	4206
Zeros	4972
Zeros (%)	7.1%
Negative	0
Negative (%)	0.0%
Memory size	548.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	36
median	77
Q3	178
95-th percentile	267
Maximum	4206
Range	4206
Interquartile range (IQR)	142

Descriptive statistics

Standard deviation	265.70791
Coefficient of variation (CV)	1.9152948
Kurtosis	135.13712
Mean	138.72951
Median Absolute Deviation (MAD)	61
Skewness	9.8593639
Sum	9736037
Variance	70600.692
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
36	5807	8.3%
0	4972	7.1%
63	3166	4.5%
1	2846	4.1%
180	2203	3.1%
50	1878	2.7%
75	1851	2.6%
108	1690	2.4%
116	1476	2.1%
73	1394	2.0%
Other values (182)	42897	61.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	4972	7.1%
1	2846	4.1%
2	20	< 0.1%
3	50	0.1%
4	40	0.1%
5	16	< 0.1%
6	24	< 0.1%
7	59	0.1%
8	182	0.3%
9	54	0.1%

Value	Count	Frequency (%)
4206	12	< 0.1%
4205	52	0.1%
4204	107	0.2%
1466	239	0.3%
1128	174	0.2%
1125	59	0.1%
1123	122	0.2%
1122	40	0.1%
1107	242	0.3%
1097	22	< 0.1%

item_2
Real number (ℝ)

Distinct	193
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	135.99325

Minimum	0
Maximum	4206
Zeros	6350
Zeros (%)	9.0%
Negative	0
Negative (%)	0.0%
Memory size	548.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	36
median	73
Q3	174
95-th percentile	267
Maximum	4206
Range	4206
Interquartile range (IQR)	138

Descriptive statistics

Standard deviation	300.65425
Coefficient of variation (CV)	2.2108028
Kurtosis	126.92768
Mean	135.99325
Median Absolute Deviation (MAD)	60
Skewness	10.08724
Sum	9544006
Variance	90392.981
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	6350	9.0%
36	5820	8.3%
63	3177	4.5%
1	3033	4.3%
180	1896	2.7%
75	1793	2.6%
108	1702	2.4%
50	1606	2.3%
116	1590	2.3%
73	1449	2.1%
Other values (183)	41764	59.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	6350	9.0%
1	3033	4.3%
2	19	< 0.1%
3	71	0.1%
4	30	< 0.1%
5	21	< 0.1%
6	34	< 0.1%
7	72	0.1%
8	232	0.3%
9	73	0.1%

Value	Count	Frequency (%)
4206	14	< 0.1%
4205	82	0.1%
4204	171	0.2%
1466	191	0.3%
1128	140	0.2%
1125	79	0.1%
1123	130	0.2%
1122	26	< 0.1%
1107	186	0.3%
1097	30	< 0.1%

item_3
Real number (ℝ)

Distinct	192
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	132.39527

Minimum	0
Maximum	4206
Zeros	8209
Zeros (%)	11.7%
Negative	0
Negative (%)	0.0%
Memory size	548.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	29
median	65
Q3	168
95-th percentile	263
Maximum	4206
Range	4206
Interquartile range (IQR)	139

Descriptive statistics

Standard deviation	317.23114
Coefficient of variation (CV)	2.3960912
Kurtosis	123.034
Mean	132.39527
Median Absolute Deviation (MAD)	54
Skewness	10.155446
Sum	9291500
Variance	100635.6
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	8209	11.7%
36	4540	6.5%
63	4174	5.9%
75	2240	3.2%
73	1999	2.8%
180	1905	2.7%
108	1895	2.7%
1	1861	2.7%
29	1782	2.5%
50	1594	2.3%
Other values (182)	39981	57.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	8209	11.7%
1	1861	2.7%
2	34	< 0.1%
3	76	0.1%
4	60	0.1%
5	25	< 0.1%
6	45	0.1%
7	106	0.2%
8	285	0.4%
9	88	0.1%

Value	Count	Frequency (%)
4206	18	< 0.1%
4205	108	0.2%
4204	196	0.3%
1466	105	0.1%
1128	84	0.1%
1125	94	0.1%
1123	110	0.2%
1122	36	0.1%
1107	242	0.3%
1097	15	< 0.1%

item_4
Real number (ℝ)

Distinct	208
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	125.79414

Minimum	0
Maximum	4206
Zeros	11662
Zeros (%)	16.6%
Negative	0
Negative (%)	0.0%
Memory size	548.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	21
median	63
Q3	160
95-th percentile	263
Maximum	4206
Range	4206
Interquartile range (IQR)	139

Descriptive statistics

Standard deviation	311.38835
Coefficient of variation (CV)	2.4753804
Kurtosis	127.62831
Mean	125.79414
Median Absolute Deviation (MAD)	62
Skewness	10.311775
Sum	8828233
Variance	96962.708
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	11662	16.6%
36	3936	5.6%
63	3334	4.8%
75	2562	3.7%
73	2348	3.3%
108	1927	2.7%
29	1611	2.3%
1	1542	2.2%
180	1435	2.0%
232	1169	1.7%
Other values (198)	38654	55.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	11662	16.6%
1	1542	2.2%
2	43	0.1%
3	96	0.1%
4	65	0.1%
5	16	< 0.1%
6	31	< 0.1%
7	95	0.1%
8	381	0.5%
9	121	0.2%

Value	Count	Frequency (%)
4206	15	< 0.1%
4205	91	0.1%
4204	202	0.3%
1466	69	0.1%
1128	60	0.1%
1125	115	0.2%
1123	149	0.2%
1122	40	0.1%
1107	242	0.3%
1097	10	< 0.1%

item_5
Real number (ℝ)

Distinct	200
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	112.93153

Minimum	0
Maximum	4206
Zeros	16194
Zeros (%)	23.1%
Negative	0
Negative (%)	0.0%
Memory size	548.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	50
Q3	143
95-th percentile	259
Maximum	4206
Range	4206
Interquartile range (IQR)	142

Descriptive statistics

Standard deviation	299.68694
Coefficient of variation (CV)	2.6537047
Kurtosis	139.17146
Mean	112.93153
Median Absolute Deviation (MAD)	50
Skewness	10.763616
Sum	7925535
Variance	89812.265
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	16194	23.1%
36	3516	5.0%
63	3307	4.7%
75	1897	2.7%
73	1895	2.7%
108	1617	2.3%
1	1594	2.3%
29	1449	2.1%
16	1298	1.8%
180	1154	1.6%
Other values (190)	36259	51.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	16194	23.1%
1	1594	2.3%
2	37	0.1%
3	116	0.2%
4	69	0.1%
5	31	< 0.1%
6	32	< 0.1%
7	105	0.1%
8	428	0.6%
9	141	0.2%

Value	Count	Frequency (%)
4206	12	< 0.1%
4205	83	0.1%
4204	189	0.3%
1466	79	0.1%
1128	50	0.1%
1125	94	0.1%
1123	123	0.2%
1122	49	0.1%
1107	155	0.2%
1097	4	< 0.1%

item_neutral
Real number (ℝ)

Distinct	40
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	572.32685

Minimum	0
Maximum	2193
Zeros	4319
Zeros (%)	6.2%
Negative	0
Negative (%)	0.0%
Memory size	548.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	297
median	358
Q3	680
95-th percentile	2097
Maximum	2193
Range	2193
Interquartile range (IQR)	383

Descriptive statistics

Standard deviation	506.14026
Coefficient of variation (CV)	0.88435526
Kurtosis	3.7357214
Mean	572.32685
Median Absolute Deviation (MAD)	70
Skewness	2.0106208
Sum	40165898
Variance	256177.96
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=40)

Value	Count	Frequency (%)
331	6248	8.9%
0	4319	6.2%
290	3727	5.3%
288	3604	5.1%
212	3286	4.7%
297	3181	4.5%
358	3140	4.5%
378	3100	4.4%
306	2878	4.1%
589	2832	4.0%
Other values (30)	33865	48.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	4319	6.2%
212	3286	4.7%
288	3604	5.1%
289	833	1.2%
290	3727	5.3%
297	3181	4.5%
306	2878	4.1%
331	6248	8.9%
349	2323	3.3%
355	1359	1.9%

Value	Count	Frequency (%)
2193	2120	3.0%
2190	504	0.7%
2097	1008	1.4%
2096	948	1.4%
2093	62	0.1%
2092	88	0.1%
2091	105	0.1%
1124	1059	1.5%
1076	1994	2.8%
990	1469	2.1%

kills
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	43
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	5.7293531

Minimum	0
Maximum	52
Zeros	5119
Zeros (%)	7.3%
Negative	0
Negative (%)	0.0%
Memory size	548.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	2
median	4
Q3	8
95-th percentile	16
Maximum	52
Range	52
Interquartile range (IQR)	6

Descriptive statistics

Standard deviation	4.9910182
Coefficient of variation (CV)	0.8711312
Kurtosis	3.46566
Mean	5.7293531
Median Absolute Deviation (MAD)	3
Skewness	1.5718001
Sum	402086
Variance	24.910263
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=43)

Value	Count	Frequency (%)
2	8191	11.7%
3	8036	11.5%
1	7269	10.4%
4	6950	9.9%
5	5975	8.5%
0	5119	7.3%
6	5111	7.3%
7	4273	6.1%
8	3540	5.0%
9	2872	4.1%
Other values (33)	12844	18.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	5119	7.3%
1	7269	10.4%
2	8191	11.7%
3	8036	11.5%
4	6950	9.9%
5	5975	8.5%
6	5111	7.3%
7	4273	6.1%
8	3540	5.0%
9	2872	4.1%

Value	Count	Frequency (%)
52	1	< 0.1%
46	2	< 0.1%
42	2	< 0.1%
40	7	< 0.1%
39	3	< 0.1%
38	2	< 0.1%
36	4	< 0.1%
35	9	< 0.1%
34	8	< 0.1%
33	13	< 0.1%

last_hits
Real number (ℝ)

Distinct	423
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	103.00463

Minimum	0
Maximum	548
Zeros	134
Zeros (%)	0.2%
Negative	0
Negative (%)	0.0%
Memory size	548.4 KiB

Quantile statistics

Minimum	0
5-th percentile	14
Q1	40
median	91
Q3	151
95-th percentile	239
Maximum	548
Range	548
Interquartile range (IQR)	111

Descriptive statistics

Standard deviation	73.143748
Coefficient of variation (CV)	0.71010155
Kurtosis	0.25677822
Mean	103.00463
Median Absolute Deviation (MAD)	54
Skewness	0.79973008
Sum	7228865
Variance	5350.0079
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
25	591	0.8%
21	580	0.8%
31	577	0.8%
23	567	0.8%
28	566	0.8%
27	563	0.8%
26	561	0.8%
20	557	0.8%
22	554	0.8%
24	550	0.8%
Other values (413)	64514	91.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	134	0.2%
1	85	0.1%
2	110	0.2%
3	129	0.2%
4	169	0.2%
5	195	0.3%
6	214	0.3%
7	246	0.4%
8	287	0.4%
9	343	0.5%

Value	Count	Frequency (%)
548	1	< 0.1%
532	1	< 0.1%
500	1	< 0.1%
487	1	< 0.1%
482	1	< 0.1%
480	1	< 0.1%
474	2	< 0.1%
473	1	< 0.1%
468	1	< 0.1%
462	1	< 0.1%

level
Real number (ℝ)

Distinct	29
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	15.161941

Minimum	1
Maximum	29
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	548.4 KiB

Quantile statistics

Minimum	1
5-th percentile	9
Q1	13
median	15
Q3	18
95-th percentile	21
Maximum	29
Range	28
Interquartile range (IQR)	5

Descriptive statistics

Standard deviation	3.832287
Coefficient of variation (CV)	0.25275703
Kurtosis	0.31314007
Mean	15.161941
Median Absolute Deviation (MAD)	2
Skewness	-0.19601059
Sum	1064065
Variance	14.686424
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=29)

Value	Count	Frequency (%)
15	7606	10.8%
16	7466	10.6%
14	7112	10.1%
17	6733	9.6%
13	6285	9.0%
18	5709	8.1%
12	5107	7.3%
19	4356	6.2%
11	3793	5.4%
20	3171	4.5%
Other values (19)	12842	18.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	61	0.1%
2	76	0.1%
3	133	0.2%
4	243	0.3%
5	356	0.5%
6	501	0.7%
7	685	1.0%
8	991	1.4%
9	1617	2.3%
10	2628	3.7%

Value	Count	Frequency (%)
29	1	< 0.1%
28	10	< 0.1%
27	26	< 0.1%
26	104	0.1%
25	247	0.4%
24	468	0.7%
23	860	1.2%
22	1469	2.1%
21	2366	3.4%
20	3171	4.5%

net_worth
Real number (ℝ)

Distinct	19869
Distinct (%)	28.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	11199.196

Minimum	0
Maximum	35305
Zeros	41
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	548.4 KiB

Quantile statistics

Minimum	0
5-th percentile	4026
Q1	7608.75
median	10544
Q3	14407
95-th percentile	20487.05
Maximum	35305
Range	35305
Interquartile range (IQR)	6798.25

Descriptive statistics

Standard deviation	5070.7685
Coefficient of variation (CV)	0.45277968
Kurtosis	0.11919389
Mean	11199.196
Median Absolute Deviation (MAD)	3308
Skewness	0.4834302
Sum	7.8595959 × 10⁸
Variance	25712693
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
101	223	0.3%
102	133	0.2%
1	102	0.1%
100	90	0.1%
103	61	0.1%
2	51	0.1%
0	41	0.1%
104	26	< 0.1%
9127	18	< 0.1%
10521	16	< 0.1%
Other values (19859)	69419	98.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	41	0.1%
1	102	0.1%
2	51	0.1%
3	16	< 0.1%
4	8	< 0.1%
5	3	< 0.1%
12	1	< 0.1%
27	1	< 0.1%
40	1	< 0.1%
50	5	< 0.1%

Value	Count	Frequency (%)
35305	1	< 0.1%
35108	1	< 0.1%
33338	1	< 0.1%
33311	1	< 0.1%
33122	1	< 0.1%
33119	1	< 0.1%
33082	1	< 0.1%
32691	1	< 0.1%
32655	1	< 0.1%
32645	1	< 0.1%

tower_damage
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	13168
Distinct (%)	18.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2731.7621

Minimum	0
Maximum	30818
Zeros	19117
Zeros (%)	27.2%
Negative	0
Negative (%)	0.0%
Memory size	548.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	679
Q3	3666
95-th percentile	12312.05
Maximum	30818
Range	30818
Interquartile range (IQR)	3666

Descriptive statistics

Standard deviation	4272.5571
Coefficient of variation (CV)	1.5640297
Kurtosis	4.6816281
Mean	2731.7621
Median Absolute Deviation (MAD)	679
Skewness	2.129194
Sum	1.9171507 × 10⁸
Variance	18254744
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	19117	27.2%
20	151	0.2%
22	147	0.2%
21	100	0.1%
24	96	0.1%
19	94	0.1%
25	93	0.1%
18	91	0.1%
50	82	0.1%
23	82	0.1%
Other values (13158)	50127	71.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	19117	27.2%
1	4	< 0.1%
2	9	< 0.1%
3	7	< 0.1%
4	13	< 0.1%
5	10	< 0.1%
6	15	< 0.1%
7	7	< 0.1%
8	11	< 0.1%
9	9	< 0.1%

Value	Count	Frequency (%)
30818	1	< 0.1%
30790	1	< 0.1%
30149	1	< 0.1%
30035	1	< 0.1%
29268	1	< 0.1%
29114	1	< 0.1%
29043	1	< 0.1%
28951	1	< 0.1%
28379	1	< 0.1%
28134	1	< 0.1%

xp_per_min
Real number (ℝ)

Distinct	1227
Distinct (%)	1.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	498.39243

Minimum	0
Maximum	1584
Zeros	27
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	548.4 KiB

Quantile statistics

Minimum	0
5-th percentile	232
Q1	366
median	480
Q3	610
95-th percentile	836
Maximum	1584
Range	1584
Interquartile range (IQR)	244

Descriptive statistics

Standard deviation	186.26613
Coefficient of variation (CV)	0.37373387
Kurtosis	0.51881833
Mean	498.39243
Median Absolute Deviation (MAD)	121
Skewness	0.58539694
Sum	34977181
Variance	34695.072
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
440	190	0.3%
443	189	0.3%
481	186	0.3%
458	181	0.3%
493	181	0.3%
428	181	0.3%
431	179	0.3%
412	179	0.3%
459	178	0.3%
455	177	0.3%
Other values (1217)	68359	97.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	27	< 0.1%
1	3	< 0.1%
2	2	< 0.1%
3	1	< 0.1%
4	2	< 0.1%
5	4	< 0.1%
6	2	< 0.1%
7	5	< 0.1%
8	1	< 0.1%
9	3	< 0.1%

Value	Count	Frequency (%)
1584	1	< 0.1%
1386	1	< 0.1%
1361	1	< 0.1%
1356	1	< 0.1%
1352	1	< 0.1%
1348	1	< 0.1%
1308	1	< 0.1%
1306	1	< 0.1%
1302	1	< 0.1%
1301	1	< 0.1%

isRadiant
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	548.4 KiB

1	35090
0	35090

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	70180
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	1
3rd row	1
4th row	1
5th row	1

Common Values

Value	Count	Frequency (%)
1	35090	50.0%
0	35090	50.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	35090	50.0%
0	35090	50.0%

Most occurring characters

Value	Count	Frequency (%)
1	35090	50.0%
0	35090	50.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	70180	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	35090	50.0%
0	35090	50.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	70180	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	35090	50.0%
0	35090	50.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	70180	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	35090	50.0%
0	35090	50.0%

Auto

Heatmap
Table

	record_id	match_id	assists	deaths	denies	gold	gold_per_min	gold_spent	hero_damage	hero_healing	hero_id	item_0	item_1	item_2	item_3	item_4	item_5	item_neutral	kills	last_hits	level	net_worth	tower_damage	xp_per_min	isRadiant
record_id	1.000	0.569	0.068	0.037	-0.034	0.007	-0.047	-0.020	0.058	0.092	0.611	0.019	0.022	0.018	0.013	0.027	0.023	0.020	0.015	-0.072	0.005	-0.024	-0.016	-0.022	0.000
match_id	0.569	1.000	0.036	0.033	-0.000	0.017	0.019	0.057	0.059	0.002	0.002	0.017	0.018	0.011	0.007	0.019	0.022	0.019	0.029	0.036	0.081	0.052	0.013	0.044	0.000
assists	0.068	0.036	1.000	-0.194	-0.031	0.296	0.317	0.387	0.425	0.270	0.063	0.146	0.144	0.141	0.133	0.127	0.126	0.082	0.416	-0.042	0.473	0.407	0.475	0.435	0.119
deaths	0.037	0.033	-0.194	1.000	-0.276	-0.268	-0.502	-0.383	-0.075	-0.012	0.008	-0.038	-0.048	-0.060	-0.065	-0.080	-0.107	0.036	-0.323	-0.283	-0.274	-0.429	-0.583	-0.430	0.117
denies	-0.034	-0.000	-0.031	-0.276	1.000	0.131	0.521	0.479	0.315	-0.158	-0.050	0.013	0.052	0.075	0.092	0.133	0.158	0.012	0.325	0.582	0.382	0.485	0.360	0.436	0.018
gold	0.007	0.017	0.296	-0.268	0.131	1.000	0.377	0.204	0.256	0.044	-0.003	0.059	0.069	0.068	0.066	0.079	0.087	0.040	0.315	0.207	0.361	0.404	0.383	0.382	0.065
gold_per_min	-0.047	0.019	0.317	-0.502	0.521	0.377	1.000	0.899	0.619	-0.106	-0.073	0.089	0.144	0.170	0.190	0.237	0.272	0.030	0.741	0.783	0.783	0.927	0.722	0.884	0.101
gold_spent	-0.020	0.057	0.387	-0.383	0.479	0.204	0.899	1.000	0.679	-0.070	-0.065	0.118	0.177	0.201	0.221	0.266	0.303	0.056	0.719	0.780	0.880	0.951	0.667	0.881	0.090
hero_damage	0.058	0.059	0.425	-0.075	0.315	0.256	0.619	0.679	1.000	-0.041	-0.016	0.112	0.158	0.173	0.183	0.213	0.228	0.066	0.734	0.467	0.704	0.677	0.425	0.662	0.055
hero_healing	0.092	0.002	0.270	-0.012	-0.158	0.044	-0.106	-0.070	-0.041	1.000	0.112	0.075	0.039	0.024	0.001	-0.024	-0.035	0.029	-0.001	-0.233	-0.022	-0.067	0.041	-0.046	0.029
hero_id	0.611	0.002	0.063	0.008	-0.050	-0.003	-0.073	-0.065	-0.016	0.112	1.000	0.026	0.015	0.013	-0.000	0.004	-0.002	0.006	-0.044	-0.113	-0.055	-0.063	-0.024	-0.064	0.000
item_0	0.019	0.017	0.146	-0.038	0.013	0.059	0.089	0.118	0.112	0.075	0.026	1.000	0.021	0.023	0.013	0.007	0.009	0.029	0.112	0.023	0.124	0.122	0.121	0.116	0.009
item_1	0.022	0.018	0.144	-0.048	0.052	0.069	0.144	0.177	0.158	0.039	0.015	0.021	1.000	0.040	0.027	0.035	0.032	0.038	0.153	0.090	0.172	0.181	0.145	0.164	0.005
item_2	0.018	0.011	0.141	-0.060	0.075	0.068	0.170	0.201	0.173	0.024	0.013	0.023	0.040	1.000	0.053	0.052	0.060	0.034	0.170	0.116	0.190	0.205	0.161	0.183	0.000
item_3	0.013	0.007	0.133	-0.065	0.092	0.066	0.190	0.221	0.183	0.001	-0.000	0.013	0.027	0.053	1.000	0.103	0.093	0.039	0.177	0.148	0.205	0.223	0.160	0.200	0.003
item_4	0.027	0.019	0.127	-0.080	0.133	0.079	0.237	0.266	0.213	-0.024	0.004	0.007	0.035	0.052	0.103	1.000	0.147	0.038	0.207	0.203	0.244	0.265	0.180	0.241	0.007
item_5	0.023	0.022	0.126	-0.107	0.158	0.087	0.272	0.303	0.228	-0.035	-0.002	0.009	0.032	0.060	0.093	0.147	1.000	0.034	0.229	0.239	0.272	0.298	0.204	0.272	0.009
item_neutral	0.020	0.019	0.082	0.036	0.012	0.040	0.030	0.056	0.066	0.029	0.006	0.029	0.038	0.034	0.039	0.038	0.034	1.000	0.054	0.039	0.075	0.056	0.038	0.061	0.002
kills	0.015	0.029	0.416	-0.323	0.325	0.315	0.741	0.719	0.734	-0.001	-0.044	0.112	0.153	0.170	0.177	0.207	0.229	0.054	1.000	0.419	0.688	0.731	0.582	0.728	0.088
last_hits	-0.072	0.036	-0.042	-0.283	0.582	0.207	0.783	0.780	0.467	-0.233	-0.113	0.023	0.090	0.116	0.148	0.203	0.239	0.039	0.419	1.000	0.665	0.781	0.460	0.693	0.026
level	0.005	0.081	0.473	-0.274	0.382	0.361	0.783	0.880	0.704	-0.022	-0.055	0.124	0.172	0.190	0.205	0.244	0.272	0.075	0.688	0.665	1.000	0.890	0.585	0.945	0.088
net_worth	-0.024	0.052	0.407	-0.429	0.485	0.404	0.927	0.951	0.677	-0.067	-0.063	0.122	0.181	0.205	0.223	0.265	0.298	0.056	0.731	0.781	0.890	1.000	0.710	0.903	0.100
tower_damage	-0.016	0.013	0.475	-0.583	0.360	0.383	0.722	0.667	0.425	0.041	-0.024	0.121	0.145	0.161	0.160	0.180	0.204	0.038	0.582	0.460	0.585	0.710	1.000	0.667	0.115
xp_per_min	-0.022	0.044	0.435	-0.430	0.436	0.382	0.884	0.881	0.662	-0.046	-0.064	0.116	0.164	0.183	0.200	0.241	0.272	0.061	0.728	0.693	0.945	0.903	0.667	1.000	0.102
isRadiant	0.000	0.000	0.119	0.117	0.018	0.065	0.101	0.090	0.055	0.029	0.000	0.009	0.005	0.000	0.003	0.007	0.009	0.002	0.088	0.026	0.088	0.100	0.115	0.102	1.000

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows
Last rows

	record_id	match_id	assists	deaths	denies	gold	gold_per_min	gold_spent	hero_damage	hero_healing	hero_id	item_0	item_1	item_2	item_3	item_4	item_5	item_neutral	kills	last_hits	level	net_worth	tower_damage	xp_per_min	isRadiant
0	727892631232	7278926312	2	0	48	342	452	5290	2828	0	32	174	63	11	0	75	75	0	2	70	10	5452	186	540	1
1	727892631216	7278926312	3	1	8	1995	447	3725	4798	0	16	125	34	29	0	11	178	0	3	61	8	5300	471	374	1
2	7278926312123	7278926312	8	2	4	460	261	3045	7482	0	123	240	214	36	40	0	0	0	3	7	7	2640	172	344	1
3	727892631231	7278926312	7	4	1	130	263	3310	3538	0	31	36	214	218	57	0	593	0	3	5	6	2830	63	237	1
4	72789263126	7278926312	4	1	4	538	474	5395	5878	0	6	63	75	0	236	11	22	0	3	66	9	5543	110	493	1
5	727892631229	7278926312	3	3	4	0	459	4295	4483	0	29	36	180	261	73	69	11	0	1	44	7	4305	0	359	0
6	727892631274	7278926312	1	2	1	0	231	1800	4258	0	74	0	0	0	0	0	0	0	2	16	6	0	0	273	0
7	727892631264	7278926312	2	3	0	2342	394	2580	2403	0	64	1128	16	16	44	16	29	0	1	6	5	4532	0	181	0
8	727892631241	7278926312	3	3	4	0	410	4505	3156	0	41	11	14	34	172	16	63	355	1	44	7	3765	0	341	0
9	7278926312111	7278926312	5	4	1	0	278	2490	3152	225	111	180	0	42	36	188	0	0	3	8	6	1900	0	261	0

	record_id	match_id	assists	deaths	denies	gold	gold_per_min	gold_spent	hero_damage	hero_healing	hero_id	item_0	item_1	item_2	item_3	item_4	item_5	item_neutral	kills	last_hits	level	net_worth	tower_damage	xp_per_min	isRadiant
70170	7279741118101	7279741118	19	5	6	1421	429	13625	23487	0	101	259	77	1107	180	108	206	289	11	71	18	14101	1588	572	1
70171	727974111814	7279741118	15	2	19	264	405	13675	12298	2624	14	1	178	931	61	232	127	375	4	94	18	14569	1195	561	1
70172	727974111844	7279741118	8	1	17	1149	783	25595	34817	0	44	116	156	168	145	63	108	2096	18	289	24	25599	12202	989	1
70173	727974111830	7279741118	12	2	0	2246	397	11345	11387	8834	30	180	92	0	232	108	42	680	5	81	17	12401	1190	475	1
70174	727974111832	7279741118	11	2	10	3553	456	12410	13999	0	32	149	75	154	174	63	40	331	8	107	19	14963	5862	638	1
70175	727974111826	7279741118	6	13	4	1432	266	7070	6325	0	26	0	1	254	43	214	36	290	2	21	11	7257	0	230	0
70176	727974111867	7279741118	6	8	10	813	424	13210	23156	0	67	137	127	596	63	36	21	574	3	182	16	11738	0	431	0
70177	727974111874	7279741118	1	5	7	1	166	1710	2765	0	74	73	36	0	0	25	0	0	0	31	8	1406	0	129	0
70178	727974111835	7279741118	1	8	6	1332	324	9195	7737	0	35	75	249	65	43	29	0	288	2	75	14	10037	211	334	0
70179	72797411187	7279741118	4	12	15	4128	430	9160	14805	0	7	108	73	51	73	63	42	381	4	169	15	12938	563	421	0

Overview

Variables

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Interactions

Correlations

Missing values

Sample